List of Good Articles & PDFs for Object Detection:

1. Object detection: speed and accuracy comparison (Faster R-CNN, R-FCN, SSD, FPN, RetinaNet and YOLOv3)

LINK: https://medium.com/@jonathan_hui/object-detection-speed-and-accuracy-comparison-faster-r-cnn-r-fcn-ssd-and-yolo-5425656ae359

2. Building a Production Grade Object Detection System with SKIL and YOLO

LINK: https://blog.skymind.ai/building-a-production-grade-object-detection-system-with-skil-and-yolo/

3. mAP (mean Average Precision) for Object Detection

LINK: https://medium.com/@jonathan_hui/map-mean-average-precision-for-object-detection-45c121a31173

4. Object detection: speed and accuracy comparison (Faster R-CNN, R-FCN, SSD and YOLO)

LINK: https://mc.ai/object-detection-speed-and-accuracy-comparison-faster-r-cnn-r-fcn-ssd-and-yolo/

5. Image Classification Architectures review

LINK: https://medium.com/@14prakash/image-classification-architectures-review-d8b95075998f

6. Zero to Hero: Guide to Object Detection using Deep Learning: Faster R-CNN, YOLO, SSD

LINK: https://cv-tricks.com/object-detection/faster-r-cnn-yolo-ssd/

7. R-CNN, Fast R-CNN, Faster R-CNN, YOLO — Object Detection Algorithms

LINK: https://towardsdatascience.com/r-cnn-fast-r-cnn-faster-r-cnn-yolo-object-detection-algorithms-36d53571365e

8. Comparative Study of Object Detection Algorithms

LINK: https://www.irjet.net/archives/V4/i11/IRJET-V4I11103.pdf